The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 04, 2025

Filed:

Jun. 13, 2022
Applicant:

Bank of America Corporation, Charlotte, NC (US);

Inventors:

Anna Kristen Pingel Berry, Indian Land, SC (US);

Shweta Ambulkar, Plainsboro, NJ (US);

Benjamin Daniel Hardman, Harrisburg, NC (US);

Angela Ianni, Lincoln, RI (US);

Olga Kocharyan, Matthews, NC (US);

Luqman Sharief, Libertyville, IL (US);

Michael Wm. Whitaker, Fort Worth, TX (US);

Assignee:

BANK OF AMERICA CORPORATION, Charlotte, NC (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
H04L 51/212 (2022.01); H04L 9/40 (2022.01); H04L 51/08 (2022.01); H04L 51/42 (2022.01);
U.S. Cl.
CPC ...
H04L 51/212 (2022.05); H04L 51/08 (2013.01); H04L 51/42 (2022.05); H04L 63/1408 (2013.01); H04L 63/1441 (2013.01);
Abstract

Implementing artificial intelligence, specifically, machine learning techniques to identify malicious emails and, in response, identifying and conducting actions, including reporting the malicious emails to identified internal and/or external entities and preventing the malicious emails from being delivered to email client mailboxes. The machine learning techniques rely on malicious email patterns identified, at least, from previously identified malicious emails and data resulting from continuously crawling the Web and threat intelligence sources. Further, the email clients may be configured to include an add-on feature in which the user can provide a single input to report the email as being suspicious, which results in further analysis to determine whether the email is, in fact, a malicious email.


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